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Trustworthy Machine Learning and Reasoning

Recent Activity
Zfancy  submitted a paper 2 days ago
Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems
Zfancy  authored a paper 2 days ago
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability
Zfancy  authored a paper 2 days ago
Exploring Model Dynamics for Accumulative Poisoning Discovery
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Papers

AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions

Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory

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TMLR-Group-HF 's datasets 5